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The Robot Report

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The future of safety in robotics with Ouster Lidar

  • Angus Pacala, co-founder and CEO of Ouster Lidar, discusses advancements in lidar technology and the introduction of Ouster's new 3D zone monitoring feature.
  • Pacala highlights the benefits of 3D lidar over traditional 2D lidar systems, particularly in terms of safety and flexibility in industrial applications.
  • The conversation also covers the evolution of Ouster's hardware, the importance of software-defined capabilities, and growth potential in various markets, including humanoid robotics.
  • Ouster Lidar claims to be the largest Western supplier of lidar for robotics and emphasizes the need for cost reduction and innovation to stay competitive in the evolving landscape of lidar technology.

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Unite

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Phillip Burr, Head of Product at Lumai – Interview Series

  • Phillip Burr, with vast experience in global product management, leads Lumai, a UK-based company developing 3D optical computing processors for AI workloads, offering superior performance and energy efficiency.
  • Lumai, inspired by research at the University of Oxford, aims to revolutionize AI inference tasks by leveraging optical computing technology, securing investments to scale their innovative products.
  • Burr's decision to join Lumai was fueled by the exceptional team and groundbreaking technology focused on enhancing AI compute performance and reducing costs.
  • Scaling from research breakthroughs to commercial viability posed challenges, including convincing stakeholders of Lumai's unique optical computing approach and integrating engineering expertise for product development.
  • Lumai's 3D optical matrix-vector multiplication approach utilizes light beams to efficiently process AI calculations, offering advantages over traditional silicon-based processors in terms of power consumption and scalability.
  • The near-zero latency inference capability of Lumai's processor optimizes AI workload processing while aligning with modern data center infrastructure through PCIe compatibility.
  • Positioned as a sustainable solution, Lumai addresses data center energy concerns by offering energy-efficient optical computing technology for AI workloads.
  • Lumai's innovative architecture overcomes scalability bottlenecks in current silicon and photonic approaches by providing significant performance enhancements without proportional energy consumption increases.
  • Optical computing, including optical AI processing, is envisioned to play a pivotal role in the future of AI and computing, offering faster, more power-efficient solutions for advanced AI processing.
  • The move towards optics in data centers, encompassing various optical technologies, is crucial for meeting the escalating demands of AI and enabling enhanced performance, efficiency, and cost-effectiveness.

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Unite

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The New Rules of Data Privacy: What Every Business Must Know in 2025

  • In 2025, data privacy has become a crucial concern for businesses at a boardroom level, linked to trust and long-term viability.
  • With 75% of the global population covered by modern privacy regulations, companies face the need for flexible privacy frameworks adaptable to diverse laws.
  • New U.S. privacy laws and international regulations are increasing pressure on businesses to act responsibly, as data stewardship is now equated with customer stewardship.
  • Numerous U.S. states passed comprehensive privacy laws in 2024, emphasizing consumer rights and transparency surrounding data usage and protection.
  • To address the expanding regulatory landscape, businesses must adopt a proactive, global approach to data privacy beyond just compliance with specific laws.
  • Building a privacy-first culture involves embedding privacy into all aspects of the organization, including leadership, product development, and customer interactions.
  • AI poses significant privacy risks, especially in data collection practices, pushing organizations to differentiate between public and private AI to safeguard sensitive data.
  • In 2025, transparency is highlighted as a competitive advantage, with companies encouraged to provide clear privacy policies and empower users to manage their personal data.
  • Key best practices for navigating the 2025 data privacy landscape include comprehensive data inventory, privacy-by-design approach, regulatory compliance awareness, employee training, data retention limits, encryption, anonymization, and thorough auditing of third-party vendors.
  • Ultimately, in 2025, data privacy transcends legalities to become a brand issue, where maintaining trust through transparency and robust security measures can transform compliance into a competitive advantage.

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The Robot Report

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Get in gear for warehouse automation at the Robotics Summit & Expo

  • Warehouse automation is crucial to address challenges faced by global supply chains, and Robotics Summit & Expo will discuss current trends and experiences in the market.
  • The market offers opportunities for robotics providers in areas like conveyors, autonomous mobile robots, and automated storage systems to meet the demands of e-commerce and logistics sectors.
  • Motion control technologies play a vital role in applications like order picking, palletizing, and goods-to-person handling, requiring robust and flexible systems.
  • Gearboxes are essential for precision and safety, emphasizing the need for integrators and end users to understand processes and equipment interactions.
  • The session at the Robotics Summit will focus on meeting warehouse demands and strategies for smarter automation, such as identifying requirements, choosing suppliers, and configuring systems.
  • Craig Van den Avont from GAM Enterprises will discuss warehouse robotics, drawing on his experience in manufacturing, motion control systems, and promoting U.S. manufacturing success.
  • The Robotics Summit & Expo aims to bring together 5,000+ attendees to explore the latest robotics technologies, trends, and best practices for various industries.
  • Keynote speakers at the event include industry experts from Boston Dynamics, Symbotic, Amazon Robotics, MIT CSAIL, and PSYONIC, offering valuable insights and perspectives.
  • The event will feature educational sessions, an expo hall with 200+ exhibitors, networking opportunities, a Career Fair, robotics development challenge, and the RBR50 Robotics Innovation Awards Gala.
  • Registration for the Robotics Summit & Expo is open, providing a platform for robotics engineers to stay updated on cutting-edge technologies and connect with industry leaders.

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Embedded

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AI Inference with Chiplets, Warehouse Automation with IoT, Quantum Computing: Embedded Week Insights

  • Microchip introduces PIC16F17576 MCU family for power-efficient, precision analog signal monitoring.
  • Siglent announces SDM4000A series of high-speed 5½- and 6½-digit multimeters for precision-driven test environments.
  • Article on the development of compression models for large language models used in generative AI.
  • Warehouse automation with IoT is becoming essential for supply chain stability.

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Macdailynews

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Apple to strip not-so-secret robotics unit from struggling AI chief John Giannandrea

  • Apple will transfer its not-so-secret robotics unit from the oversight of its struggling AI chief, John Giannandrea, to the hardware division later this month.
  • The move is part of a larger effort to catch up in the field of artificial intelligence where Apple has fallen behind tech peers.
  • The change will allow Giannandrea's group to focus on underlying AI technology, while the robotics unit will be placed under Senior Vice President John Ternus.
  • This transfer marks another demotion for Giannandrea, following major delays to Siri features and a tepid response to the Apple Intelligence platform.

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Pymnts

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FedEx CEO Bets on Smarter Logistics and Using Robots to Load Trucks

  • FedEx CEO Raj Subramaniam discussed using data analytics and AI to manage global trade disruptions, including U.S. tariffs.
  • He emphasized the importance of supply chain concerns in boardroom discussions, highlighting the evolving role of supply chains in businesses.
  • The pandemic underscored the critical nature of supply chains, prompting FedEx to focus on making supply chains smarter for all stakeholders.
  • FedEx has leveraged technology like AI and machine learning to enhance visibility and efficiency in logistics operations.
  • The company has automated processes at its hubs and is exploring the use of robots for truck loading and unloading.
  • This digital transformation has led to significant cost savings for FedEx, totaling $6 billion over three years.
  • FedEx plays a vital role in global trade, connecting millions of shippers and consumers and handling a substantial volume of packages daily.
  • Despite technological advancements, Subramaniam emphasized the importance of a people-centric culture at FedEx for driving performance.
  • The company focuses on empowering employees to go above and beyond to deliver outstanding experiences for customers.
  • FedEx's innovative approach to logistics and use of automation reflects its commitment to enhancing efficiency and service quality.

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Unite

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Self-Authenticating Images Through Simple JPEG Compression

  • Concerns about tampered images have led to the development of two main types of detection systems: watermarking and making images tamper-evident.
  • Watermarking, such as the C2PA framework, is a common approach but is not always resilient to lossy re-encoding like JPEG compression.
  • An alternative approach involves making images tamper-evident using methods like Gaussian Convolution and Deconvolution.
  • JPEG compression artifacts can threaten the integrity of watermarking and tamper detection schemes.
  • A new paper proposes using JPEG compression itself to create self-authenticating images through fixed points.
  • The JPEG compression process can lead images to stable fixed points that are sensitive to any alterations, serving as a form of tamper detection.
  • This method eliminates the need for external features like watermarks or digital signatures for authentication.
  • Tests show that JPEG compression can lead to fixed points, making it a potential security baseline for image authentication.
  • Fixed point JPEG images can detect and localize tampering through deviations from the fixed point status.
  • This approach offers a simple and self-contained means of image authentication, leveraging JPEG compression's inherent properties.

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The Robot Report

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Pony.ai unveils 7th gen self-driving platform, plans for mass production this year

  • Pony.ai announced its seventh-generation autonomous driving system and plans for mass production by the middle of this year.
  • The seventh-generation system features an automotive-grade autonomous driving kit (ADK) with enhanced stability and safety for passengers.
  • Continuous design optimizations have reduced the total bill-of-materials (BOM) costs by 70% and decreased autonomous driving computation (ADC) by 80%.
  • Pony.ai operates robotaxi, robotruck, and privately owned vehicle business units and showcased its robotaxi lineup at the Shanghai International Automobile Industry Exhibition.

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Pymnts

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Report: Apple Removes Robotics Unit From Purview of AI Chief

  • Apple is making a organizational change by removing its robotics unit from the oversight of its AI chief, John Giannandrea.
  • The robotics unit will be moved to Apple's hardware division and be placed under Senior Vice President John Ternus.
  • The move will allow Giannandrea's group to focus on AI technology.
  • The robotics team aims to create a new product category for Apple using AI to power devices, including tabletop and mobile robots.

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Cultofmac

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Apple shifts robotics team to hardware as leadership shuffle continues

  • Apple's little-known robotics team is shifting from AI chief John Giannandrea's oversight to John Ternus, the senior VP of Hardware Engineering.
  • The move follows the recent decision to remove Siri from Giannandrea's responsibilities due to concerns about product development execution.
  • Ternus will now oversee both robotics teams at Apple, aiming to streamline the company's approach to this emerging product category.
  • Apple's future plans may include consumer robots, such as a tabletop device with an iPad-like display and a robotic arm, as well as mobile robots capable of performing simple tasks.

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The Robot Report

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Beckhoff Automation revenue drops 33% in 2024 to €1.17B

  • Beckhoff Automation reported a 33% decline in revenue in 2024, amounting to €1.17 billion.
  • The decline in sales was expected after a boom period from 2021 to 2023, during which Beckhoff experienced significant growth.
  • The company plans to focus on innovation and high-tech engineering to lay the foundation for future growth.
  • Beckhoff recently opened a regional office in the greater Atlanta area and aims to expand its presence in the US and global markets.

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Scientificworldinfo

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What are the Benefits of Teaching Robotics in STEM Classroom?

  • Teaching robotics in STEM classrooms provides numerous benefits like developing critical thinking, problem-solving skills, and creativity.
  • It fosters collaboration, teamwork, and hands-on learning experiences, preparing students for future STEM careers.
  • Robotics education serves as a gateway to innovation, inspiring young minds to explore and excel in STEM fields.
  • It bridges the gap between theoretical knowledge and practical application, making abstract concepts tangible and engaging.
  • Robotics projects encourage curiosity, creativity, and perseverance, nurturing a growth mindset among students.
  • Early exposure to robotics introduces students to cutting-edge technologies like programming and artificial intelligence.
  • Robotics appeals to various learning styles, enhancing academic achievement and empowering students to become problem-solvers.
  • Key benefits include enhancing critical thinking, fostering creativity, promoting hands-on learning, boosting student engagement, and supporting diverse learning.
  • Robotics education boosts digital literacy, technical proficiency, resilience, adaptability, and interdisciplinary connections.
  • It prepares students for future careers by instilling innovation, adaptability, and a mindset geared towards lifelong learning.

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Unite

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Jim Szyperski, CEO, Acuity Behavioral Health – Interview Series

  • Jim Szyperski is the CEO of Acuity Behavioral Health, a company revolutionizing inpatient psychiatric care with data-driven innovation and Behavioral Health Operations Intelligence.
  • Federal and state-level funding cuts in behavioral healthcare are exacerbating issues by shifting problems to the states and impacting emergency services and hospitals.
  • Inpatient psychiatric care has been stagnant due to subjective assessments, low reimbursement models, and limited investment, resulting in outdated methodologies and inadequate data.
  • Behavioral Health Operations Intelligence (BHOI) by Acuity is a novel approach using AI to standardize and optimize psychiatric care delivery, providing actionable data for improvement.
  • BHOI integrates the Behavioral Health Acuity Index (BHAI) and Acuity INSIGHT platform with AI, forecasting staffing needs and preventing burnout by matching staff to patient acuity levels.
  • AI serves as an augmentation tool in psychiatry, enhancing subjective assessments by providing consistent measurement, insights, and efficiency in clinical decision-making.
  • Acuity's system predicts staff interventions, allocates resources efficiently, and improves patient outcomes through accurate forecasting and streamlined operations.
  • Challenges in expanding Acuity's platform nationally include regulatory compliance, ethical considerations, and change management in healthcare adoption.
  • The future of inpatient psychiatric care with platforms like Acuity's becoming mainstream entails data-informed, standardized, and optimized care to achieve sustainability and parity with general healthcare.
  • Acuity's Behavioral Health Operations Intelligence is a significant step towards addressing financial sustainability, improving patient outcomes, and leveraging data-driven models for better behavioral healthcare.

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Unite

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Many Agents Are Better than One: Transforming Business with AI Orchestration

  • The collaborative power of multi-agent AI is poised to transform how businesses operate, obtain information, and make decisions.
  • AI has enhanced productivity in various industries, but its impact has been confined to isolated silos, limiting cross-departmental collaboration and innovation.
  • Multi-agent AI orchestration involves multiple AI agents working together seamlessly to drive better outcomes, enabled by recent breakthroughs like DeepSeek.
  • This collaborative approach mirrors a team of specialized workers in a factory, all working together to achieve greater efficiency and productivity.
  • Industries such as finance, manufacturing, and retail can benefit significantly from multi-agent AI systems, unlocking new levels of efficiency and innovation.
  • Enterprises are moving towards multi-agent systems to enhance productivity, with companies like Gilead Sciences leveraging them for user engagement, productivity, and cost savings.
  • Multi-agent orchestration can provide a strategic advantage, improving operational efficiency and collaboration across departments.
  • In manufacturing and banking sectors, AI agents can forecast demand, coordinate with suppliers, streamline operations, and enhance customer service.
  • Tailoring AI solutions to specific industry needs is crucial, as seen in retail for personalized recommendations and healthcare for patient diagnosis and record management.
  • Embracing multi-agent AI systems will lead to increased efficiency, innovation, and competitive advantage in business operations.

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